Dataset statistics
| Number of variables | 24 |
|---|---|
| Number of observations | 303 |
| Missing cells | 338 |
| Missing cells (%) | 4.6% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 56.9 KiB |
| Average record size in memory | 192.4 B |
Variable types
| Numeric | 13 |
|---|---|
| Categorical | 7 |
| DateTime | 4 |
NOMBRE_CONCEPTO has constant value "CREDITO EDUCATIVO UAO" | Constant |
OBSERVACIONES has a high cardinality: 182 distinct values | High cardinality |
EDAD_CARTERA is highly imbalanced (74.1%) | Imbalance |
TIPO_GARANTIA is highly imbalanced (77.5%) | Imbalance |
ESTADO_GARANTIA is highly imbalanced (94.1%) | Imbalance |
ESTADO_CREDITO is highly imbalanced (55.5%) | Imbalance |
VALOR_MORA has 292 (96.4%) missing values | Missing |
ESTADO_GARANTIA has 11 (3.6%) missing values | Missing |
OBSERVACIONES has 19 (6.3%) missing values | Missing |
NOMBRE_CONCEPTO has 16 (5.3%) missing values | Missing |
CREDITO has unique values | Unique |
VALOR_AFECTADO has 40 (13.2%) zeros | Zeros |
CUOTAS_PAGADAS has 45 (14.9%) zeros | Zeros |
CUOTAS_PENDIENTES has 246 (81.2%) zeros | Zeros |
CUOTAS_VENCIDAS has 280 (92.4%) zeros | Zeros |
SALDO_CREDITO has 262 (86.5%) zeros | Zeros |
SALDO_VENCIDO has 289 (95.4%) zeros | Zeros |
DIAS_MORA has 278 (91.7%) zeros | Zeros |
Reproduction
| Analysis started | 2023-09-14 23:57:26.625554 |
|---|---|
| Analysis finished | 2023-09-14 23:57:48.800580 |
| Duration | 22.18 seconds |
| Software version | pandas-profiling v3.6.6 |
| Download configuration | config.json |
CREDITO
Real number (ℝ)
| Distinct | 303 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 144132.9 |
| Minimum | 105346 |
|---|---|
| Maximum | 175973 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.5 KiB |
Quantile statistics
| Minimum | 105346 |
|---|---|
| 5-th percentile | 113154.7 |
| Q1 | 133153.5 |
| median | 144589 |
| Q3 | 157053.5 |
| 95-th percentile | 172666.2 |
| Maximum | 175973 |
| Range | 70627 |
| Interquartile range (IQR) | 23900 |
Descriptive statistics
| Standard deviation | 17229.379 |
|---|---|
| Coefficient of variation (CV) | 0.11953814 |
| Kurtosis | -0.59023223 |
| Mean | 144132.9 |
| Median Absolute Deviation (MAD) | 12179 |
| Skewness | -0.28196876 |
| Sum | 43672268 |
| Variance | 2.968515 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 105346 | 1 | 0.3% |
| 152707 | 1 | 0.3% |
| 152613 | 1 | 0.3% |
| 155771 | 1 | 0.3% |
| 152337 | 1 | 0.3% |
| 152887 | 1 | 0.3% |
| 152933 | 1 | 0.3% |
| 152451 | 1 | 0.3% |
| 152344 | 1 | 0.3% |
| 148690 | 1 | 0.3% |
| Other values (293) | 293 |
| Value | Count | Frequency (%) |
| 105346 | 1 | |
| 105362 | 1 | |
| 105385 | 1 | |
| 105393 | 1 | |
| 105591 | 1 | |
| 106655 | 1 | |
| 108695 | 1 | |
| 110546 | 1 | |
| 110603 | 1 | |
| 112755 | 1 |
| Value | Count | Frequency (%) |
| 175973 | 1 | |
| 175202 | 1 | |
| 174817 | 1 | |
| 174595 | 1 | |
| 174435 | 1 | |
| 174375 | 1 | |
| 174315 | 1 | |
| 174264 | 1 | |
| 173911 | 1 | |
| 173910 | 1 |
NOMBRE_LINEA
Categorical
| Distinct | 8 |
|---|---|
| Distinct (%) | 2.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.5 KiB |
| CREDITO INTERES VENCIDO | |
|---|---|
| PILOS CECILIA MONTALVO DE MORENO | |
| CREDITO PUENTE INTERES VENCIDO | |
| PREGRADO LARGO PLAZO | |
| CREDITO SOY AUTONOMO | |
| Other values (3) | 8 |
Length
| Max length | 45 |
|---|---|
| Median length | 23 |
| Mean length | 25.290429 |
| Min length | 20 |
Characters and Unicode
| Total characters | 7663 |
|---|---|
| Distinct characters | 21 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 0.7% |
Sample
| 1st row | CREDITO INTERES VENCIDO |
|---|---|
| 2nd row | CREDITO INTERES VENCIDO |
| 3rd row | PILOS CECILIA MONTALVO DE MORENO |
| 4th row | PILOS CECILIA MONTALVO DE MORENO |
| 5th row | PILOS CECILIA MONTALVO DE MORENO |
Common Values
| Value | Count | Frequency (%) |
| CREDITO INTERES VENCIDO | 157 | |
| PILOS CECILIA MONTALVO DE MORENO | 49 | 16.2% |
| CREDITO PUENTE INTERES VENCIDO | 45 | 14.9% |
| PREGRADO LARGO PLAZO | 23 | 7.6% |
| CREDITO SOY AUTONOMO | 21 | 6.9% |
| LIQUIDACION CREDITO LARGO PLAZO | 6 | 2.0% |
| CREDITOS CAI COVID SALDOS ANTERIORES PREGRADO | 1 | 0.3% |
| REFINANCIACION PREGRADO | 1 | 0.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| credito | 229 | |
| interes | 202 | |
| vencido | 202 | |
| pilos | 49 | 4.6% |
| cecilia | 49 | 4.6% |
| montalvo | 49 | 4.6% |
| de | 49 | 4.6% |
| moreno | 49 | 4.6% |
| puente | 45 | 4.2% |
| plazo | 29 | 2.7% |
| Other values (11) | 108 |
Most occurring characters
| Value | Count | Frequency (%) |
| E | 1101 | |
| O | 854 | |
| I | 805 | |
| 757 | ||
| N | 578 | |
| R | 563 | |
| T | 548 | |
| C | 540 | |
| D | 514 | |
| S | 276 | 3.6% |
| Other values (11) | 1127 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 6906 | |
| Space Separator | 757 | 9.9% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| E | 1101 | |
| O | 854 | |
| I | 805 | |
| N | 578 | |
| R | 563 | |
| T | 548 | |
| C | 540 | |
| D | 514 | |
| S | 276 | 4.0% |
| V | 252 | 3.6% |
| Other values (10) | 875 |
Space Separator
| Value | Count | Frequency (%) |
| 757 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 6906 | |
| Common | 757 | 9.9% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| E | 1101 | |
| O | 854 | |
| I | 805 | |
| N | 578 | |
| R | 563 | |
| T | 548 | |
| C | 540 | |
| D | 514 | |
| S | 276 | 4.0% |
| V | 252 | 3.6% |
| Other values (10) | 875 |
Common
| Value | Count | Frequency (%) |
| 757 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 7663 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| E | 1101 | |
| O | 854 | |
| I | 805 | |
| 757 | ||
| N | 578 | |
| R | 563 | |
| T | 548 | |
| C | 540 | |
| D | 514 | |
| S | 276 | 3.6% |
| Other values (11) | 1127 |
FECHA_SOLICITUD
Date
| Distinct | 166 |
|---|---|
| Distinct (%) | 54.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.5 KiB |
| Minimum | 2017-12-07 00:00:00 |
|---|---|
| Maximum | 2023-09-06 00:00:00 |
FECHA_APROBACION
Date
| Distinct | 135 |
|---|---|
| Distinct (%) | 44.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.5 KiB |
| Minimum | 2017-12-07 00:00:00 |
|---|---|
| Maximum | 2023-09-07 00:00:00 |
FECHA_MOVIMIENTO
Date
| Distinct | 219 |
|---|---|
| Distinct (%) | 72.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.5 KiB |
| Minimum | 2017-12-07 00:00:00 |
|---|---|
| Maximum | 2023-09-07 00:00:00 |
VALOR
Real number (ℝ)
| Distinct | 118 |
|---|---|
| Distinct (%) | 38.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4680249.8 |
| Minimum | 502603 |
|---|---|
| Maximum | 39833227 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.5 KiB |
Quantile statistics
| Minimum | 502603 |
|---|---|
| 5-th percentile | 1675000 |
| Q1 | 2151875 |
| median | 4341500 |
| Q3 | 6282000 |
| 95-th percentile | 7738000 |
| Maximum | 39833227 |
| Range | 39330624 |
| Interquartile range (IQR) | 4130125 |
Descriptive statistics
| Standard deviation | 3759433.4 |
|---|---|
| Coefficient of variation (CV) | 0.80325486 |
| Kurtosis | 49.3309 |
| Mean | 4680249.8 |
| Median Absolute Deviation (MAD) | 2161100 |
| Skewness | 5.7677764 |
| Sum | 1.4181157 × 109 |
| Variance | 1.4133339 × 1013 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5212025 | 17 | 5.6% |
| 6700000 | 16 | 5.3% |
| 1675000 | 13 | 4.3% |
| 1817000 | 12 | 4.0% |
| 1750500 | 10 | 3.3% |
| 7738000 | 10 | 3.3% |
| 7399000 | 9 | 3.0% |
| 7268000 | 9 | 3.0% |
| 1934500 | 8 | 2.6% |
| 1849750 | 8 | 2.6% |
| Other values (108) | 191 |
| Value | Count | Frequency (%) |
| 502603 | 1 | 0.3% |
| 533250 | 1 | 0.3% |
| 571500 | 2 | 0.7% |
| 1223792.19 | 1 | 0.3% |
| 1406400 | 1 | 0.3% |
| 1453600 | 1 | 0.3% |
| 1488154 | 1 | 0.3% |
| 1507500 | 1 | 0.3% |
| 1599750 | 1 | 0.3% |
| 1675000 | 13 |
| Value | Count | Frequency (%) |
| 39833227 | 1 | 0.3% |
| 38929709.15 | 1 | 0.3% |
| 25229642.62 | 1 | 0.3% |
| 11960393.98 | 1 | 0.3% |
| 11020100 | 1 | 0.3% |
| 8683000 | 5 | |
| 7738000 | 10 | |
| 7399000 | 9 | |
| 7268000 | 9 | |
| 7267920 | 1 | 0.3% |
VALOR_AFECTADO
Real number (ℝ)
| Distinct | 120 |
|---|---|
| Distinct (%) | 39.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3789646.1 |
| Minimum | 0 |
|---|---|
| Maximum | 29211476 |
| Zeros | 40 |
| Zeros (%) | 13.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1750500 |
| median | 3562150 |
| Q3 | 5779100 |
| 95-th percentile | 7399000 |
| Maximum | 29211476 |
| Range | 29211476 |
| Interquartile range (IQR) | 4028600 |
Descriptive statistics
| Standard deviation | 3130043.7 |
|---|---|
| Coefficient of variation (CV) | 0.82594618 |
| Kurtosis | 19.812631 |
| Mean | 3789646.1 |
| Median Absolute Deviation (MAD) | 1887150 |
| Skewness | 2.820634 |
| Sum | 1.1482628 × 109 |
| Variance | 9.7971738 × 1012 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 40 | 13.2% |
| 5212025 | 17 | 5.6% |
| 6700000 | 16 | 5.3% |
| 1750500 | 10 | 3.3% |
| 7738000 | 10 | 3.3% |
| 1675000 | 10 | 3.3% |
| 1817000 | 9 | 3.0% |
| 7399000 | 9 | 3.0% |
| 7268000 | 8 | 2.6% |
| 3000000 | 8 | 2.6% |
| Other values (110) | 166 |
| Value | Count | Frequency (%) |
| 0 | 40 | |
| 31 | 1 | 0.3% |
| 126 | 1 | 0.3% |
| 170344 | 1 | 0.3% |
| 502603 | 1 | 0.3% |
| 533250 | 1 | 0.3% |
| 571500 | 2 | 0.7% |
| 858159 | 1 | 0.3% |
| 858567 | 1 | 0.3% |
| 1032926 | 1 | 0.3% |
| Value | Count | Frequency (%) |
| 29211476 | 1 | 0.3% |
| 25229643 | 1 | 0.3% |
| 8683000 | 2 | 0.7% |
| 7738000 | 10 | |
| 7399000 | 9 | |
| 7268000 | 8 | |
| 7267920 | 1 | 0.3% |
| 7049000 | 1 | 0.3% |
| 7002000 | 6 | |
| 6964200 | 1 | 0.3% |
| Distinct | 122 |
|---|---|
| Distinct (%) | 40.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.5 KiB |
| Minimum | 2017-12-07 00:00:00 |
|---|---|
| Maximum | 2025-05-01 00:00:00 |
TOTAL_CUOTAS
Real number (ℝ)
| Distinct | 8 |
|---|---|
| Distinct (%) | 2.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.2475248 |
| Minimum | 1 |
|---|---|
| Maximum | 60 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 5 |
| 95-th percentile | 5 |
| Maximum | 60 |
| Range | 59 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 6.2153505 |
|---|---|
| Coefficient of variation (CV) | 1.9138732 |
| Kurtosis | 68.969359 |
| Mean | 3.2475248 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.9243435 |
| Sum | 984 |
| Variance | 38.630582 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 169 | |
| 5 | 76 | |
| 4 | 41 | 13.5% |
| 6 | 8 | 2.6% |
| 2 | 4 | 1.3% |
| 60 | 3 | 1.0% |
| 3 | 1 | 0.3% |
| 32 | 1 | 0.3% |
| Value | Count | Frequency (%) |
| 1 | 169 | |
| 2 | 4 | 1.3% |
| 3 | 1 | 0.3% |
| 4 | 41 | 13.5% |
| 5 | 76 | |
| 6 | 8 | 2.6% |
| 32 | 1 | 0.3% |
| 60 | 3 | 1.0% |
| Value | Count | Frequency (%) |
| 60 | 3 | 1.0% |
| 32 | 1 | 0.3% |
| 6 | 8 | 2.6% |
| 5 | 76 | |
| 4 | 41 | 13.5% |
| 3 | 1 | 0.3% |
| 2 | 4 | 1.3% |
| 1 | 169 |
CUOTAS_PAGADAS
Real number (ℝ)
| Distinct | 9 |
|---|---|
| Distinct (%) | 3.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.5577558 |
| Minimum | 0 |
|---|---|
| Maximum | 60 |
| Zeros | 45 |
| Zeros (%) | 14.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 1 |
| Q3 | 4 |
| 95-th percentile | 5 |
| Maximum | 60 |
| Range | 60 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 4.5217426 |
|---|---|
| Coefficient of variation (CV) | 1.7678555 |
| Kurtosis | 108.81909 |
| Mean | 2.5577558 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 9.4004086 |
| Sum | 775 |
| Variance | 20.446157 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 136 | |
| 5 | 60 | |
| 0 | 45 | 14.9% |
| 4 | 43 | 14.2% |
| 2 | 9 | 3.0% |
| 6 | 7 | 2.3% |
| 44 | 1 | 0.3% |
| 60 | 1 | 0.3% |
| 3 | 1 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 45 | 14.9% |
| 1 | 136 | |
| 2 | 9 | 3.0% |
| 3 | 1 | 0.3% |
| 4 | 43 | 14.2% |
| 5 | 60 | |
| 6 | 7 | 2.3% |
| 44 | 1 | 0.3% |
| 60 | 1 | 0.3% |
| Value | Count | Frequency (%) |
| 60 | 1 | 0.3% |
| 44 | 1 | 0.3% |
| 6 | 7 | 2.3% |
| 5 | 60 | |
| 4 | 43 | 14.2% |
| 3 | 1 | 0.3% |
| 2 | 9 | 3.0% |
| 1 | 136 | |
| 0 | 45 | 14.9% |
CUOTAS_PENDIENTES
Real number (ℝ)
| Distinct | 10 |
|---|---|
| Distinct (%) | 3.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.68976898 |
| Minimum | 0 |
|---|---|
| Maximum | 56 |
| Zeros | 246 |
| Zeros (%) | 81.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 3 |
| Maximum | 56 |
| Range | 56 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 3.9048443 |
|---|---|
| Coefficient of variation (CV) | 5.66109 |
| Kurtosis | 147.74889 |
| Mean | 0.68976898 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 11.435066 |
| Sum | 209 |
| Variance | 15.247809 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 246 | |
| 1 | 37 | 12.2% |
| 5 | 7 | 2.3% |
| 3 | 5 | 1.7% |
| 4 | 2 | 0.7% |
| 2 | 2 | 0.7% |
| 6 | 1 | 0.3% |
| 16 | 1 | 0.3% |
| 56 | 1 | 0.3% |
| 32 | 1 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 246 | |
| 1 | 37 | 12.2% |
| 2 | 2 | 0.7% |
| 3 | 5 | 1.7% |
| 4 | 2 | 0.7% |
| 5 | 7 | 2.3% |
| 6 | 1 | 0.3% |
| 16 | 1 | 0.3% |
| 32 | 1 | 0.3% |
| 56 | 1 | 0.3% |
| Value | Count | Frequency (%) |
| 56 | 1 | 0.3% |
| 32 | 1 | 0.3% |
| 16 | 1 | 0.3% |
| 6 | 1 | 0.3% |
| 5 | 7 | 2.3% |
| 4 | 2 | 0.7% |
| 3 | 5 | 1.7% |
| 2 | 2 | 0.7% |
| 1 | 37 | 12.2% |
| 0 | 246 |
CUOTAS_VENCIDAS
Real number (ℝ)
| Distinct | 6 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.14191419 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 280 |
| Zeros (%) | 92.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.64822143 |
|---|---|
| Coefficient of variation (CV) | 4.5676999 |
| Kurtosis | 46.119561 |
| Mean | 0.14191419 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.3893927 |
| Sum | 43 |
| Variance | 0.42019103 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 280 | |
| 1 | 15 | 5.0% |
| 2 | 4 | 1.3% |
| 5 | 2 | 0.7% |
| 6 | 1 | 0.3% |
| 4 | 1 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 280 | |
| 1 | 15 | 5.0% |
| 2 | 4 | 1.3% |
| 4 | 1 | 0.3% |
| 5 | 2 | 0.7% |
| 6 | 1 | 0.3% |
| Value | Count | Frequency (%) |
| 6 | 1 | 0.3% |
| 5 | 2 | 0.7% |
| 4 | 1 | 0.3% |
| 2 | 4 | 1.3% |
| 1 | 15 | 5.0% |
| 0 | 280 |
SALDO_CREDITO
Real number (ℝ)
| Distinct | 34 |
|---|---|
| Distinct (%) | 11.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 689621.87 |
| Minimum | 0 |
|---|---|
| Maximum | 36333953 |
| Zeros | 262 |
| Zeros (%) | 86.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 5087600 |
| Maximum | 36333953 |
| Range | 36333953 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2718909.4 |
|---|---|
| Coefficient of variation (CV) | 3.942609 |
| Kurtosis | 100.01406 |
| Mean | 689621.87 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.5167858 |
| Sum | 2.0895543 × 108 |
| Variance | 7.3924681 × 1012 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 262 | |
| 5179300 | 4 | 1.3% |
| 5087600 | 3 | 1.0% |
| 4901400 | 2 | 0.7% |
| 8683000 | 2 | 0.7% |
| 5416600 | 2 | 0.7% |
| 3483340.62 | 1 | 0.3% |
| 530.71 | 1 | 0.3% |
| 7182999.69 | 1 | 0.3% |
| 4121394.52 | 1 | 0.3% |
| Other values (24) | 24 | 7.9% |
| Value | Count | Frequency (%) |
| 0 | 262 | |
| 530.71 | 1 | 0.3% |
| 14101.26 | 1 | 0.3% |
| 1488154 | 1 | 0.3% |
| 1515790.37 | 1 | 0.3% |
| 1646656 | 1 | 0.3% |
| 1719313.7 | 1 | 0.3% |
| 1849750 | 1 | 0.3% |
| 1934500 | 1 | 0.3% |
| 2113525.75 | 1 | 0.3% |
| Value | Count | Frequency (%) |
| 36333953.02 | 1 | 0.3% |
| 11960393.98 | 1 | 0.3% |
| 11020100 | 1 | 0.3% |
| 10621751.3 | 1 | 0.3% |
| 8683000 | 2 | |
| 7182999.69 | 1 | 0.3% |
| 5416600 | 2 | |
| 5338288 | 1 | 0.3% |
| 5179300 | 4 | |
| 5087600 | 3 |
SALDO_VENCIDO
Real number (ℝ)
| Distinct | 15 |
|---|---|
| Distinct (%) | 5.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 145674.37 |
| Minimum | 0 |
|---|---|
| Maximum | 11020100 |
| Zeros | 289 |
| Zeros (%) | 95.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 11020100 |
| Range | 11020100 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 949141.71 |
|---|---|
| Coefficient of variation (CV) | 6.5155026 |
| Kurtosis | 82.598342 |
| Mean | 145674.37 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.5827231 |
| Sum | 44139333 |
| Variance | 9.0086998 × 1011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 289 | |
| 1488154 | 1 | 0.3% |
| 4439369 | 1 | 0.3% |
| 2321400 | 1 | 0.3% |
| 14101 | 1 | 0.3% |
| 5338288 | 1 | 0.3% |
| 8683000 | 1 | 0.3% |
| 1719314 | 1 | 0.3% |
| 11020100 | 1 | 0.3% |
| 531 | 1 | 0.3% |
| Other values (5) | 5 | 1.7% |
| Value | Count | Frequency (%) |
| 0 | 289 | |
| 531 | 1 | 0.3% |
| 14101 | 1 | 0.3% |
| 861433 | 1 | 0.3% |
| 878441 | 1 | 0.3% |
| 1028802 | 1 | 0.3% |
| 1488154 | 1 | 0.3% |
| 1719314 | 1 | 0.3% |
| 2321400 | 1 | 0.3% |
| 2873200 | 1 | 0.3% |
| Value | Count | Frequency (%) |
| 11020100 | 1 | |
| 8683000 | 1 | |
| 5338288 | 1 | |
| 4439369 | 1 | |
| 3473200 | 1 | |
| 2873200 | 1 | |
| 2321400 | 1 | |
| 1719314 | 1 | |
| 1488154 | 1 | |
| 1028802 | 1 |
DIAS_MORA
Real number (ℝ)
| Distinct | 16 |
|---|---|
| Distinct (%) | 5.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 75.940594 |
| Minimum | 0 |
|---|---|
| Maximum | 2074 |
| Zeros | 278 |
| Zeros (%) | 91.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 344.9 |
| Maximum | 2074 |
| Range | 2074 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 335.11936 |
|---|---|
| Coefficient of variation (CV) | 4.4129146 |
| Kurtosis | 20.857182 |
| Mean | 75.940594 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.6489323 |
| Sum | 23010 |
| Variance | 112304.98 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 278 | |
| 34 | 4 | 1.3% |
| 1528 | 3 | 1.0% |
| 97 | 3 | 1.0% |
| 2074 | 2 | 0.7% |
| 1892 | 2 | 0.7% |
| 1709 | 2 | 0.7% |
| 1333 | 1 | 0.3% |
| 1312 | 1 | 0.3% |
| 1332 | 1 | 0.3% |
| Other values (6) | 6 | 2.0% |
| Value | Count | Frequency (%) |
| 0 | 278 | |
| 3 | 1 | 0.3% |
| 34 | 4 | 1.3% |
| 97 | 3 | 1.0% |
| 164 | 1 | 0.3% |
| 365 | 1 | 0.3% |
| 581 | 1 | 0.3% |
| 643 | 1 | 0.3% |
| 916 | 1 | 0.3% |
| 1312 | 1 | 0.3% |
| Value | Count | Frequency (%) |
| 2074 | 2 | |
| 1892 | 2 | |
| 1709 | 2 | |
| 1528 | 3 | |
| 1333 | 1 | 0.3% |
| 1332 | 1 | 0.3% |
| 1312 | 1 | 0.3% |
| 916 | 1 | 0.3% |
| 643 | 1 | 0.3% |
| 581 | 1 | 0.3% |
VALOR_MORA
Real number (ℝ)
| Distinct | 11 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 292 |
| Missing (%) | 96.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 166164.73 |
| Minimum | 27003 |
|---|---|
| Maximum | 318250 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.5 KiB |
Quantile statistics
| Minimum | 27003 |
|---|---|
| 5-th percentile | 39691 |
| Q1 | 136515 |
| median | 149032 |
| Q3 | 223665.5 |
| 95-th percentile | 287528 |
| Maximum | 318250 |
| Range | 291247 |
| Interquartile range (IQR) | 87150.5 |
Descriptive statistics
| Standard deviation | 86160.684 |
|---|---|
| Coefficient of variation (CV) | 0.51852572 |
| Kurtosis | -0.18399268 |
| Mean | 166164.73 |
| Median Absolute Deviation (MAD) | 48619 |
| Skewness | 0.12088408 |
| Sum | 1827812 |
| Variance | 7.4236635 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 318250 | 1 | 0.3% |
| 256806 | 1 | 0.3% |
| 249680 | 1 | 0.3% |
| 197651 | 1 | 0.3% |
| 52379 | 1 | 0.3% |
| 144369 | 1 | 0.3% |
| 147833 | 1 | 0.3% |
| 27003 | 1 | 0.3% |
| 149032 | 1 | 0.3% |
| 156148 | 1 | 0.3% |
| (Missing) | 292 |
| Value | Count | Frequency (%) |
| 27003 | 1 | |
| 52379 | 1 | |
| 128661 | 1 | |
| 144369 | 1 | |
| 147833 | 1 | |
| 149032 | 1 | |
| 156148 | 1 | |
| 197651 | 1 | |
| 249680 | 1 | |
| 256806 | 1 |
| Value | Count | Frequency (%) |
| 318250 | 1 | |
| 256806 | 1 | |
| 249680 | 1 | |
| 197651 | 1 | |
| 156148 | 1 | |
| 149032 | 1 | |
| 147833 | 1 | |
| 144369 | 1 | |
| 128661 | 1 | |
| 52379 | 1 |
EDAD_CARTERA
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.5 KiB |
| 0 | |
|---|---|
| MAYOR A 209 | 16 |
| 1-60 | 5 |
| 61-180 | 4 |
Length
| Max length | 11 |
|---|---|
| Median length | 1 |
| Mean length | 1.6435644 |
| Min length | 1 |
Characters and Unicode
| Total characters | 498 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 278 | |
| MAYOR A 209 | 16 | 5.3% |
| 1-60 | 5 | 1.7% |
| 61-180 | 4 | 1.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 278 | |
| mayor | 16 | 4.8% |
| a | 16 | 4.8% |
| 209 | 16 | 4.8% |
| 1-60 | 5 | 1.5% |
| 61-180 | 4 | 1.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 303 | |
| A | 32 | 6.4% |
| 32 | 6.4% | |
| M | 16 | 3.2% |
| Y | 16 | 3.2% |
| O | 16 | 3.2% |
| R | 16 | 3.2% |
| 2 | 16 | 3.2% |
| 9 | 16 | 3.2% |
| 1 | 13 | 2.6% |
| Other values (3) | 22 | 4.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 361 | |
| Uppercase Letter | 96 | 19.3% |
| Space Separator | 32 | 6.4% |
| Dash Punctuation | 9 | 1.8% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 303 | |
| 2 | 16 | 4.4% |
| 9 | 16 | 4.4% |
| 1 | 13 | 3.6% |
| 6 | 9 | 2.5% |
| 8 | 4 | 1.1% |
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 32 | |
| M | 16 | |
| Y | 16 | |
| O | 16 | |
| R | 16 |
Space Separator
| Value | Count | Frequency (%) |
| 32 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 9 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 402 | |
| Latin | 96 | 19.3% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 303 | |
| 32 | 8.0% | |
| 2 | 16 | 4.0% |
| 9 | 16 | 4.0% |
| 1 | 13 | 3.2% |
| - | 9 | 2.2% |
| 6 | 9 | 2.2% |
| 8 | 4 | 1.0% |
Latin
| Value | Count | Frequency (%) |
| A | 32 | |
| M | 16 | |
| Y | 16 | |
| O | 16 | |
| R | 16 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 498 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 303 | |
| A | 32 | 6.4% |
| 32 | 6.4% | |
| M | 16 | 3.2% |
| Y | 16 | 3.2% |
| O | 16 | 3.2% |
| R | 16 | 3.2% |
| 2 | 16 | 3.2% |
| 9 | 16 | 3.2% |
| 1 | 13 | 2.6% |
| Other values (3) | 22 | 4.4% |
TIPO_GARANTIA
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.5 KiB |
| PAGARE | |
|---|---|
| CHEQUE | 11 |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 6 |
| Min length | 6 |
Characters and Unicode
| Total characters | 1818 |
|---|---|
| Distinct characters | 9 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | PAGARE |
|---|---|
| 2nd row | PAGARE |
| 3rd row | PAGARE |
| 4th row | PAGARE |
| 5th row | PAGARE |
Common Values
| Value | Count | Frequency (%) |
| PAGARE | 292 | |
| CHEQUE | 11 | 3.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| pagare | 292 | |
| cheque | 11 | 3.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 584 | |
| E | 314 | |
| P | 292 | |
| G | 292 | |
| R | 292 | |
| C | 11 | 0.6% |
| H | 11 | 0.6% |
| Q | 11 | 0.6% |
| U | 11 | 0.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 1818 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 584 | |
| E | 314 | |
| P | 292 | |
| G | 292 | |
| R | 292 | |
| C | 11 | 0.6% |
| H | 11 | 0.6% |
| Q | 11 | 0.6% |
| U | 11 | 0.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1818 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 584 | |
| E | 314 | |
| P | 292 | |
| G | 292 | |
| R | 292 | |
| C | 11 | 0.6% |
| H | 11 | 0.6% |
| Q | 11 | 0.6% |
| U | 11 | 0.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1818 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| A | 584 | |
| E | 314 | |
| P | 292 | |
| G | 292 | |
| R | 292 | |
| C | 11 | 0.6% |
| H | 11 | 0.6% |
| Q | 11 | 0.6% |
| U | 11 | 0.6% |
ESTADO_GARANTIA
Categorical
IMBALANCE  MISSING 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 11 |
| Missing (%) | 3.6% |
| Memory size | 2.5 KiB |
| VALIDO | |
|---|---|
| DEVUELTO | 2 |
Length
| Max length | 8 |
|---|---|
| Median length | 6 |
| Mean length | 6.0136986 |
| Min length | 6 |
Characters and Unicode
| Total characters | 1756 |
|---|---|
| Distinct characters | 9 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | VALIDO |
|---|---|
| 2nd row | VALIDO |
| 3rd row | VALIDO |
| 4th row | VALIDO |
| 5th row | VALIDO |
Common Values
| Value | Count | Frequency (%) |
| VALIDO | 290 | |
| DEVUELTO | 2 | 0.7% |
| (Missing) | 11 | 3.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| valido | 290 | |
| devuelto | 2 | 0.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| V | 292 | |
| L | 292 | |
| D | 292 | |
| O | 292 | |
| A | 290 | |
| I | 290 | |
| E | 4 | 0.2% |
| U | 2 | 0.1% |
| T | 2 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 1756 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| V | 292 | |
| L | 292 | |
| D | 292 | |
| O | 292 | |
| A | 290 | |
| I | 290 | |
| E | 4 | 0.2% |
| U | 2 | 0.1% |
| T | 2 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1756 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| V | 292 | |
| L | 292 | |
| D | 292 | |
| O | 292 | |
| A | 290 | |
| I | 290 | |
| E | 4 | 0.2% |
| U | 2 | 0.1% |
| T | 2 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1756 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| V | 292 | |
| L | 292 | |
| D | 292 | |
| O | 292 | |
| A | 290 | |
| I | 290 | |
| E | 4 | 0.2% |
| U | 2 | 0.1% |
| T | 2 | 0.1% |
ESTADO_CREDITO
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.5 KiB |
| CANCELADO | |
|---|---|
| EN CARTERA | |
| ANULADO | 16 |
| REFINANCIADO | 1 |
Length
| Max length | 12 |
|---|---|
| Median length | 9 |
| Mean length | 9.039604 |
| Min length | 7 |
Characters and Unicode
| Total characters | 2739 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.3% |
Sample
| 1st row | CANCELADO |
|---|---|
| 2nd row | CANCELADO |
| 3rd row | CANCELADO |
| 4th row | CANCELADO |
| 5th row | CANCELADO |
Common Values
| Value | Count | Frequency (%) |
| CANCELADO | 245 | |
| EN CARTERA | 41 | 13.5% |
| ANULADO | 16 | 5.3% |
| REFINANCIADO | 1 | 0.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| cancelado | 245 | |
| en | 41 | 11.9% |
| cartera | 41 | 11.9% |
| anulado | 16 | 4.7% |
| refinanciado | 1 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 606 | |
| C | 532 | |
| E | 328 | |
| N | 304 | |
| D | 262 | |
| O | 262 | |
| L | 261 | |
| R | 83 | 3.0% |
| 41 | 1.5% | |
| T | 41 | 1.5% |
| Other values (3) | 19 | 0.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 2698 | |
| Space Separator | 41 | 1.5% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 606 | |
| C | 532 | |
| E | 328 | |
| N | 304 | |
| D | 262 | |
| O | 262 | |
| L | 261 | |
| R | 83 | 3.1% |
| T | 41 | 1.5% |
| U | 16 | 0.6% |
| Other values (2) | 3 | 0.1% |
Space Separator
| Value | Count | Frequency (%) |
| 41 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2698 | |
| Common | 41 | 1.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 606 | |
| C | 532 | |
| E | 328 | |
| N | 304 | |
| D | 262 | |
| O | 262 | |
| L | 261 | |
| R | 83 | 3.1% |
| T | 41 | 1.5% |
| U | 16 | 0.6% |
| Other values (2) | 3 | 0.1% |
Common
| Value | Count | Frequency (%) |
| 41 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2739 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| A | 606 | |
| C | 532 | |
| E | 328 | |
| N | 304 | |
| D | 262 | |
| O | 262 | |
| L | 261 | |
| R | 83 | 3.0% |
| 41 | 1.5% | |
| T | 41 | 1.5% |
| Other values (3) | 19 | 0.7% |
ID_ESTUDIANTE
Real number (ℝ)
| Distinct | 97 |
|---|---|
| Distinct (%) | 32.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2187025.3 |
| Minimum | 2077059 |
|---|---|
| Maximum | 2236229 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.5 KiB |
Quantile statistics
| Minimum | 2077059 |
|---|---|
| 5-th percentile | 2157115.3 |
| Q1 | 2175072 |
| median | 2186315 |
| Q3 | 2196270 |
| 95-th percentile | 2226715.1 |
| Maximum | 2236229 |
| Range | 159170 |
| Interquartile range (IQR) | 21198 |
Descriptive statistics
| Standard deviation | 23627.963 |
|---|---|
| Coefficient of variation (CV) | 0.010803699 |
| Kurtosis | 1.1952619 |
| Mean | 2187025.3 |
| Median Absolute Deviation (MAD) | 10940 |
| Skewness | -0.22713995 |
| Sum | 6.6266868 × 108 |
| Variance | 5.5828066 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2175375 | 31 | 10.2% |
| 2186473 | 17 | 5.6% |
| 2195358 | 12 | 4.0% |
| 2157230 | 12 | 4.0% |
| 2196270 | 9 | 3.0% |
| 2185512 | 9 | 3.0% |
| 2195271 | 8 | 2.6% |
| 2195201 | 8 | 2.6% |
| 2195779 | 8 | 2.6% |
| 2205660 | 7 | 2.3% |
| Other values (87) | 182 |
| Value | Count | Frequency (%) |
| 2077059 | 1 | |
| 2107132 | 1 | |
| 2130302 | 2 | |
| 2136170 | 1 | |
| 2141083 | 1 | |
| 2146707 | 1 | |
| 2146710 | 1 | |
| 2147614 | 1 | |
| 2147619 | 1 | |
| 2147620 | 1 |
| Value | Count | Frequency (%) |
| 2236229 | 1 | 0.3% |
| 2235576 | 1 | 0.3% |
| 2235575 | 1 | 0.3% |
| 2235012 | 1 | 0.3% |
| 2235011 | 3 | |
| 2232126 | 2 | |
| 2231800 | 1 | 0.3% |
| 2231378 | 1 | 0.3% |
| 2230416 | 2 | |
| 2230225 | 1 | 0.3% |
OBSERVACIONES
Categorical
HIGH CARDINALITY  MISSING 
| Distinct | 182 |
|---|---|
| Distinct (%) | 64.1% |
| Missing | 19 |
| Missing (%) | 6.3% |
| Memory size | 2.5 KiB |
| LVPINTO | 21 |
|---|---|
| CREDITO PAGARE POR CONTINGENCIA MODALIDAD DUAL-. SE INCLUYE ESTAMPILLA SEGUN CORREO. | 16 |
| CREDITO CON PAGARE | 9 |
| KJBETANCOURT CREDITO SOLICITADO POR LA WEB | 8 |
| OE | 6 |
| Other values (177) |
Length
| Max length | 311 |
|---|---|
| Median length | 146 |
| Mean length | 57.073944 |
| Min length | 2 |
Characters and Unicode
| Total characters | 16209 |
|---|---|
| Distinct characters | 57 |
| Distinct categories | 9 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
Unique
| Unique | 148 ? |
|---|---|
| Unique (%) | 52.1% |
Sample
| 1st row | CREDITO POR LA WEB CON PAGARE |
|---|---|
| 2nd row | CREDITO POR LA WEB CON PAGARE |
| 3rd row | CREDITO CON CHEQUES MATRICULA 2018-01 |
| 4th row | CREDITO POR LA WEB CON PAGARE |
| 5th row | CREDITO CON PAGARE |
Common Values
| Value | Count | Frequency (%) |
| LVPINTO | 21 | 6.9% |
| CREDITO PAGARE POR CONTINGENCIA MODALIDAD DUAL-. SE INCLUYE ESTAMPILLA SEGUN CORREO. | 16 | 5.3% |
| CREDITO CON PAGARE | 9 | 3.0% |
| KJBETANCOURT CREDITO SOLICITADO POR LA WEB | 8 | 2.6% |
| OE | 6 | 2.0% |
| KJBETANCOURT | 6 | 2.0% |
| CREDITO POR LA WEB CON PAGARE | 5 | 1.7% |
| KJBETANCOURT CREDITO SOLCITADO POR LA WEB | 5 | 1.7% |
| OE CREDITO CON PAGARE | 4 | 1.3% |
| JRENDON CREDITO SOLICITADO POR CORREO | 4 | 1.3% |
| Other values (172) | 200 | |
| (Missing) | 19 | 6.3% |
Length
| Value | Count | Frequency (%) |
| credito | 226 | 9.2% |
| por | 196 | 7.9% |
| la | 93 | 3.8% |
| correo | 74 | 3.0% |
| solicitado | 74 | 3.0% |
| web | 71 | 2.9% |
| con | 68 | 2.8% |
| lvpinto | 65 | 2.6% |
| kjbetancourt | 64 | 2.6% |
| de | 57 | 2.3% |
| Other values (405) | 1481 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2194 | ||
| O | 1584 | 9.8% |
| E | 1371 | 8.5% |
| A | 1294 | 8.0% |
| R | 1139 | 7.0% |
| I | 934 | 5.8% |
| C | 908 | 5.6% |
| T | 874 | 5.4% |
| D | 777 | 4.8% |
| L | 683 | 4.2% |
| Other values (47) | 4451 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 12890 | |
| Space Separator | 2194 | 13.5% |
| Decimal Number | 673 | 4.2% |
| Other Punctuation | 332 | 2.0% |
| Dash Punctuation | 86 | 0.5% |
| Currency Symbol | 13 | 0.1% |
| Control | 9 | 0.1% |
| Open Punctuation | 6 | < 0.1% |
| Close Punctuation | 6 | < 0.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| O | 1584 | |
| E | 1371 | |
| A | 1294 | |
| R | 1139 | |
| I | 934 | 7.2% |
| C | 908 | 7.0% |
| T | 874 | 6.8% |
| D | 777 | 6.0% |
| L | 683 | 5.3% |
| N | 674 | 5.2% |
| Other values (22) | 2652 |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 214 | |
| 2 | 136 | |
| 1 | 91 | |
| 3 | 62 | 9.2% |
| 7 | 56 | 8.3% |
| 9 | 28 | 4.2% |
| 5 | 26 | 3.9% |
| 8 | 24 | 3.6% |
| 4 | 21 | 3.1% |
| 6 | 15 | 2.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 135 | |
| / | 124 | |
| % | 45 | 13.6% |
| , | 14 | 4.2% |
| # | 7 | 2.1% |
| : | 3 | 0.9% |
| ¿ | 2 | 0.6% |
| ; | 2 | 0.6% |
Control
| Value | Count | Frequency (%) |
| 8 | ||
| 1 | 11.1% |
Space Separator
| Value | Count | Frequency (%) |
| 2194 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 86 |
Currency Symbol
| Value | Count | Frequency (%) |
| $ | 13 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 6 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 6 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 12890 | |
| Common | 3319 | 20.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| O | 1584 | |
| E | 1371 | |
| A | 1294 | |
| R | 1139 | |
| I | 934 | 7.2% |
| C | 908 | 7.0% |
| T | 874 | 6.8% |
| D | 777 | 6.0% |
| L | 683 | 5.3% |
| N | 674 | 5.2% |
| Other values (22) | 2652 |
Common
| Value | Count | Frequency (%) |
| 2194 | ||
| 0 | 214 | 6.4% |
| 2 | 136 | 4.1% |
| . | 135 | 4.1% |
| / | 124 | 3.7% |
| 1 | 91 | 2.7% |
| - | 86 | 2.6% |
| 3 | 62 | 1.9% |
| 7 | 56 | 1.7% |
| % | 45 | 1.4% |
| Other values (15) | 176 | 5.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 16177 | |
| None | 32 | 0.2% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2194 | ||
| O | 1584 | 9.8% |
| E | 1371 | 8.5% |
| A | 1294 | 8.0% |
| R | 1139 | 7.0% |
| I | 934 | 5.8% |
| C | 908 | 5.6% |
| T | 874 | 5.4% |
| D | 777 | 4.8% |
| L | 683 | 4.2% |
| Other values (40) | 4419 |
None
| Value | Count | Frequency (%) |
| É | 14 | |
| Í | 8 | |
| Ú | 3 | 9.4% |
| ¿ | 2 | 6.2% |
| Ñ | 2 | 6.2% |
| Á | 2 | 6.2% |
| Ó | 1 | 3.1% |
PERIODO
Real number (ℝ)
| Distinct | 21 |
|---|---|
| Distinct (%) | 6.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 202040.76 |
| Minimum | 201801 |
|---|---|
| Maximum | 202303 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.5 KiB |
Quantile statistics
| Minimum | 201801 |
|---|---|
| 5-th percentile | 201801 |
| Q1 | 201907 |
| median | 202008 |
| Q3 | 202201 |
| 95-th percentile | 202303 |
| Maximum | 202303 |
| Range | 502 |
| Interquartile range (IQR) | 294 |
Descriptive statistics
| Standard deviation | 159.59427 |
|---|---|
| Coefficient of variation (CV) | 0.00078991127 |
| Kurtosis | -1.0666686 |
| Mean | 202040.76 |
| Median Absolute Deviation (MAD) | 107 |
| Skewness | 0.13256939 |
| Sum | 61218349 |
| Variance | 25470.331 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 202008 | 30 | |
| 202201 | 26 | 8.6% |
| 201907 | 25 | 8.3% |
| 201801 | 24 | 7.9% |
| 202001 | 23 | 7.6% |
| 201807 | 22 | 7.3% |
| 202203 | 22 | 7.3% |
| 202101 | 22 | 7.3% |
| 202301 | 21 | 6.9% |
| 202103 | 21 | 6.9% |
| Other values (11) | 67 |
| Value | Count | Frequency (%) |
| 201801 | 24 | |
| 201807 | 22 | |
| 201901 | 20 | |
| 201902 | 1 | 0.3% |
| 201903 | 1 | 0.3% |
| 201907 | 25 | |
| 201908 | 1 | 0.3% |
| 201910 | 1 | 0.3% |
| 201911 | 1 | 0.3% |
| 201912 | 1 | 0.3% |
| Value | Count | Frequency (%) |
| 202303 | 18 | |
| 202301 | 21 | |
| 202203 | 22 | |
| 202201 | 26 | |
| 202103 | 21 | |
| 202101 | 22 | |
| 202008 | 30 | |
| 202007 | 1 | 0.3% |
| 202005 | 21 | |
| 202003 | 1 | 0.3% |
NOMBRE_CONCEPTO
Categorical
CONSTANT  MISSING 
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 16 |
| Missing (%) | 5.3% |
| Memory size | 2.5 KiB |
| CREDITO EDUCATIVO UAO |
|---|
Length
| Max length | 21 |
|---|---|
| Median length | 21 |
| Mean length | 21 |
| Min length | 21 |
Characters and Unicode
| Total characters | 6027 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | CREDITO EDUCATIVO UAO |
|---|---|
| 2nd row | CREDITO EDUCATIVO UAO |
| 3rd row | CREDITO EDUCATIVO UAO |
| 4th row | CREDITO EDUCATIVO UAO |
| 5th row | CREDITO EDUCATIVO UAO |
Common Values
| Value | Count | Frequency (%) |
| CREDITO EDUCATIVO UAO | 287 | |
| (Missing) | 16 | 5.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| credito | 287 | |
| educativo | 287 | |
| uao | 287 |
Most occurring characters
| Value | Count | Frequency (%) |
| O | 861 | |
| C | 574 | |
| E | 574 | |
| D | 574 | |
| I | 574 | |
| T | 574 | |
| 574 | ||
| U | 574 | |
| A | 574 | |
| R | 287 | 4.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 5453 | |
| Space Separator | 574 | 9.5% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| O | 861 | |
| C | 574 | |
| E | 574 | |
| D | 574 | |
| I | 574 | |
| T | 574 | |
| U | 574 | |
| A | 574 | |
| R | 287 | 5.3% |
| V | 287 | 5.3% |
Space Separator
| Value | Count | Frequency (%) |
| 574 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 5453 | |
| Common | 574 | 9.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| O | 861 | |
| C | 574 | |
| E | 574 | |
| D | 574 | |
| I | 574 | |
| T | 574 | |
| U | 574 | |
| A | 574 | |
| R | 287 | 5.3% |
| V | 287 | 5.3% |
Common
| Value | Count | Frequency (%) |
| 574 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 6027 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| O | 861 | |
| C | 574 | |
| E | 574 | |
| D | 574 | |
| I | 574 | |
| T | 574 | |
| 574 | ||
| U | 574 | |
| A | 574 | |
| R | 287 | 4.8% |
| CREDITO | NOMBRE_LINEA | FECHA_SOLICITUD | FECHA_APROBACION | FECHA_MOVIMIENTO | VALOR | VALOR_AFECTADO | FECHA_PROXIMO_VENCIMIENTO | TOTAL_CUOTAS | CUOTAS_PAGADAS | CUOTAS_PENDIENTES | CUOTAS_VENCIDAS | SALDO_CREDITO | SALDO_VENCIDO | DIAS_MORA | VALOR_MORA | EDAD_CARTERA | TIPO_GARANTIA | ESTADO_GARANTIA | ESTADO_CREDITO | ID_ESTUDIANTE | OBSERVACIONES | PERIODO | NOMBRE_CONCEPTO | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 105346 | CREDITO INTERES VENCIDO | 2017-12-07 | 2018-01-02 | 2018-05-02 00:11:36 | 6700000.0 | 6700000 | 2018-01-02 | 4 | 4 | 0 | 0 | 0.0 | 0 | 0 | NaN | 0 | PAGARE | VALIDO | CANCELADO | 2167030 | CREDITO POR LA WEB CON PAGARE | 201801 | CREDITO EDUCATIVO UAO |
| 1 | 108695 | CREDITO INTERES VENCIDO | 2017-12-11 | 2018-01-02 | 2018-06-02 09:33:16 | 3400000.0 | 3400000 | 2018-01-02 | 4 | 4 | 0 | 0 | 0.0 | 0 | 0 | NaN | 0 | PAGARE | VALIDO | CANCELADO | 2167027 | CREDITO POR LA WEB CON PAGARE | 201801 | CREDITO EDUCATIVO UAO |
| 2 | 105385 | PILOS CECILIA MONTALVO DE MORENO | 2017-12-07 | 2017-12-07 | 2017-12-07 00:00:00 | 1675000.0 | 1675000 | 2017-12-07 | 1 | 1 | 0 | 0 | 0.0 | 0 | 0 | NaN | 0 | PAGARE | VALIDO | CANCELADO | 2157161 | NaN | 201801 | CREDITO EDUCATIVO UAO |
| 3 | 105393 | PILOS CECILIA MONTALVO DE MORENO | 2017-12-07 | 2017-12-07 | 2017-12-07 00:00:00 | 1675000.0 | 1675000 | 2017-12-07 | 1 | 1 | 0 | 0 | 0.0 | 0 | 0 | NaN | 0 | PAGARE | VALIDO | CANCELADO | 2157255 | NaN | 201801 | CREDITO EDUCATIVO UAO |
| 4 | 106655 | PILOS CECILIA MONTALVO DE MORENO | 2017-12-11 | 2017-12-11 | 2017-12-11 00:00:00 | 1507500.0 | 1507500 | 2017-12-11 | 1 | 1 | 0 | 0 | 0.0 | 0 | 0 | NaN | 0 | PAGARE | VALIDO | CANCELADO | 2157230 | NaN | 201801 | CREDITO EDUCATIVO UAO |
| 5 | 105591 | PILOS CECILIA MONTALVO DE MORENO | 2017-12-07 | 2017-12-07 | 2017-12-07 00:00:00 | 1675000.0 | 1675000 | 2017-12-07 | 1 | 1 | 0 | 0 | 0.0 | 0 | 0 | NaN | 0 | PAGARE | VALIDO | CANCELADO | 2167040 | NaN | 201801 | CREDITO EDUCATIVO UAO |
| 6 | 105362 | PILOS CECILIA MONTALVO DE MORENO | 2017-12-07 | 2017-12-07 | 2017-12-07 00:00:00 | 1675000.0 | 1675000 | 2017-12-07 | 1 | 1 | 0 | 0 | 0.0 | 0 | 0 | NaN | 0 | PAGARE | VALIDO | CANCELADO | 2157111 | NaN | 201801 | CREDITO EDUCATIVO UAO |
| 7 | 110546 | PREGRADO LARGO PLAZO | 2017-12-12 | 2017-12-12 | 2017-12-12 00:00:00 | 2010000.0 | 2010000 | 2017-12-12 | 1 | 1 | 0 | 0 | 0.0 | 0 | 0 | NaN | 0 | PAGARE | VALIDO | CANCELADO | 2157166 | NaN | 201801 | CREDITO EDUCATIVO UAO |
| 8 | 113350 | PILOS CECILIA MONTALVO DE MORENO | 2018-01-10 | 2018-01-10 | 2018-01-10 00:00:00 | 1675000.0 | 1675000 | 2018-01-10 | 1 | 1 | 0 | 0 | 0.0 | 0 | 0 | NaN | 0 | PAGARE | VALIDO | CANCELADO | 2167365 | NaN | 201801 | CREDITO EDUCATIVO UAO |
| 9 | 113395 | CREDITO INTERES VENCIDO | 2018-01-10 | 2018-01-02 | 2018-05-02 00:00:00 | 6700000.0 | 6700000 | 2018-01-02 | 4 | 4 | 0 | 0 | 0.0 | 0 | 2074 | 318250.0 | MAYOR A 209 | CHEQUE | NaN | CANCELADO | 2147620 | CREDITO CON CHEQUES MATRICULA 2018-01 | 201801 | CREDITO EDUCATIVO UAO |
| CREDITO | NOMBRE_LINEA | FECHA_SOLICITUD | FECHA_APROBACION | FECHA_MOVIMIENTO | VALOR | VALOR_AFECTADO | FECHA_PROXIMO_VENCIMIENTO | TOTAL_CUOTAS | CUOTAS_PAGADAS | CUOTAS_PENDIENTES | CUOTAS_VENCIDAS | SALDO_CREDITO | SALDO_VENCIDO | DIAS_MORA | VALOR_MORA | EDAD_CARTERA | TIPO_GARANTIA | ESTADO_GARANTIA | ESTADO_CREDITO | ID_ESTUDIANTE | OBSERVACIONES | PERIODO | NOMBRE_CONCEPTO | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 293 | 173720 | CREDITO INTERES VENCIDO | 2023-07-11 | 2023-07-17 00:10:08 | 2023-08-10 12:47:31 | 4341500.00 | 858159 | 2023-08-04 | 5 | 0 | 5 | 2 | 3483340.62 | 878441 | 34 | NaN | 1-60 | PAGARE | VALIDO | EN CARTERA | 2230416 | HDALEGRÍA CRÉDITO SOLICITADO POR EL PORTAL. // PDTE. GARANTÍAS.// 17/07/2023 - GARANTIAS ASOCIADAS 2023-03 - DCVASQUEZ // BGNAVIA ASOCIA | 202303 | CREDITO EDUCATIVO UAO |
| 294 | 172851 | CREDITO INTERES VENCIDO | 2023-06-27 | 2023-07-04 00:00:00 | 2023-09-04 23:20:03 | 3524500.00 | 1410974 | 2023-10-04 | 5 | 2 | 3 | 0 | 2113525.79 | 0 | 0 | NaN | 0 | PAGARE | VALIDO | EN CARTERA | 2235575 | JRENDON CREDITO SOLICITAD POR CORREO, CONFIRMADO POR TE // GARANTIAS ASOCIADAS 2023-03 JCJIMENEZH // | 202303 | CREDITO EDUCATIVO UAO |
| 295 | 173751 | CREDITO INTERES VENCIDO | 2023-07-11 | 2023-07-12 00:10:06 | 2023-07-12 00:10:06 | 7049000.00 | 0 | 2023-07-12 | 5 | 0 | 5 | 1 | 0.00 | 0 | 0 | NaN | 0 | PAGARE | VALIDO | ANULADO | 2235011 | JRENDON CREDITO SOLICITADO POR CORREO Y CONFIRMADO POR TEL//LVPINTO SE ANULA CREDITO DADO QUE TOMARA PUENTE SEGUN CHAT DE JRENDON | 202303 | NaN |
| 296 | 174595 | CREDITO INTERES VENCIDO | 2023-07-19 | 2023-07-19 00:00:00 | 2023-09-06 10:40:00 | 4338292.00 | 2171315 | 2023-10-04 | 4 | 2 | 2 | 0 | 2166977.17 | 0 | 0 | NaN | 0 | PAGARE | VALIDO | EN CARTERA | 2232126 | KJBETANCOURT CREDITO SOLCITADO POR CORREO | 202303 | CREDITO EDUCATIVO UAO |
| 297 | 174315 | CREDITO INTERES VENCIDO | 2023-07-17 | 2023-07-25 00:10:09 | 2023-09-06 11:20:02 | 3524500.00 | 1410974 | 2023-10-04 | 5 | 2 | 3 | 0 | 2113525.75 | 0 | 0 | NaN | 0 | PAGARE | VALIDO | EN CARTERA | 2236229 | JRENDON PDT CONFIRMAR VALOR, NUMERO DE CUOTAS Y GARANTIAS // GARANTIAS ASOCIADAS 2023-03 JCJIMENEZH // JRENDON CREDITO SOLICITADO POR CORREO | 202303 | CREDITO EDUCATIVO UAO |
| 298 | 175202 | CREDITO INTERES VENCIDO | 2023-07-31 | 2023-07-31 00:00:00 | 2023-07-31 00:00:00 | 8683000.00 | 0 | 2023-08-04 | 5 | 0 | 5 | 2 | 8683000.00 | 3473200 | 34 | NaN | 1-60 | PAGARE | VALIDO | EN CARTERA | 2205660 | JRENDON CREDITO SOLICITADO POR CORREO/ACUERDO DE PAGO/ AUTORIZADO POR JHIDARRAGA. | 202303 | CREDITO EDUCATIVO UAO |
| 299 | 175973 | REFINANCIACION PREGRADO | 2023-09-06 | 2023-09-07 00:00:00 | 2023-09-07 00:00:00 | 11960393.98 | 0 | 2023-09-30 | 32 | 0 | 32 | 0 | 11960393.98 | 0 | 0 | NaN | 0 | PAGARE | VALIDO | EN CARTERA | 2157166 | LVPINTO CASO AUTORIZADO POR COMITE EL DIA 06/09/2023 CON LA PROPUESTA PLANTEADA POR LA FUNACIONARIA DIANA MARICEL RODRIGUEZ SEGUN CORREO. SIN EMBARGO POR INSTRUCCIONES DEL COMITE SE DEBE AUMENTAR $100.000 A LA PRIMERA CUOTA EXTRA QUEDANDO EN $1.000.000 | 202303 | CREDITO EDUCATIVO UAO |
| 300 | 173340 | CREDITO INTERES VENCIDO | 2023-07-05 | 2023-07-07 00:00:00 | 2023-08-03 10:15:37 | 4300000.00 | 858567 | 2023-08-04 | 5 | 0 | 5 | 2 | 3441433.39 | 861433 | 34 | NaN | 1-60 | PAGARE | VALIDO | EN CARTERA | 2225451 | KJBETANCOURT CREDITO SOCLITADO POR LA WEB | 202303 | CREDITO EDUCATIVO UAO |
| 301 | 173910 | CREDITO INTERES VENCIDO | 2023-07-13 | 2023-07-13 00:00:00 | 2023-07-13 00:00:00 | 3524500.00 | 0 | 2023-11-03 | 2 | 0 | 2 | 0 | 3524500.00 | 0 | 0 | NaN | 0 | PAGARE | VALIDO | EN CARTERA | 2235011 | JRENDON CREDITO SOLICITADO POR CORREO, CONFIRMADO POR TEL CON LA ESTUDIANTE. BECA ADMINISTRACIÓN DUAL | 202303 | CREDITO EDUCATIVO UAO |
| 302 | 174817 | CREDITO INTERES VENCIDO | 2023-07-24 | 2023-07-24 00:00:00 | 2023-09-02 14:20:05 | 5000000.00 | 2001327 | 2023-10-04 | 5 | 2 | 3 | 0 | 2998673.24 | 0 | 0 | NaN | 0 | PAGARE | VALIDO | EN CARTERA | 2225960 | KJBETANCOURT CREDITO SOLCITADO POR LA WEB PDTE CONFIRMAR VALOR POR QUE INDICA TIENE UN DESCTO// BGNAVIA ASOCIA | 202303 | CREDITO EDUCATIVO UAO |